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APIs must be rebuilt for AI agents, not just wrapped

The author argues that while protocols like MCP are standardizing API connections for AI agents, they don't address the fundamental mismatch between current APIs and agent needs. APIs designed for human developers, with their intent and planning capabilities, are ill-suited for agents that lack these traits. This "verb gap" means APIs need to be fundamentally rebuilt around agent-native operations, focusing on goals, state, and safety rather than just CRUD functions. Companies like GitHub are already moving in this direction, and research indicates that simply wrapping existing APIs is insufficient for reliable agent performance. AI

IMPACT Suggests a fundamental shift in API design is necessary for effective AI agent integration, impacting future software development.

RANK_REASON The item is an opinion piece discussing the future of API design for AI agents, rather than a direct announcement or release.

Read on dev.to — MCP tag →

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APIs must be rebuilt for AI agents, not just wrapped

COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · Takafumi Endo ·

    Every API Will Be Rebuilt for Agents

    <p>MCP solves the plug. It doesn't solve the verb gap.</p> <p>Hand a coding agent a beautifully documented REST API — versioned, OpenAPI'd, the kind a human developer would happily build against — wrap it in MCP in an afternoon, and watch it still fumble. It picks the wrong endpo…